Sports and leisure assistants

assesses likely outcome of an event and establishes odds, accepts and records bets, issues receipts and pays out on winning bets

AI and machine learning are already used by major bookmakers to model odds and detect patterns, but human oversight, regulatory compliance, and customer interaction remain important.

announces acts, makes introductions, proposes toasts and maintains the continuity of entertainment events and social functions

AI tools like ChatGPT can help draft scripts, introductions, and toasts, but the live performance, reading the room, and charismatic delivery require a skilled human host.

maintains hygienic operation of swimming pools and associated facilities such as hot tubs, showers and changing areas

AI-connected sensors can monitor water chemistry and alert staff to hygiene issues, but the physical cleaning, maintenance, and compliance checks require human workers on-site.

controls the progress of games of cards, roulette and other gambling activities according to established rules

AI surveillance can help detect rule violations or unusual betting patterns in casinos, but controlling live gambling games according to rules requires a trained human dealer or croupier.

maintains sports and leisure equipment and prepares equipment for use

AI can help schedule maintenance routines or log equipment checks, but the physical inspection, repair, and preparation of equipment requires hands-on human presence.

supervises the use of swimming pools, gymnasium apparatus, fitness machines and other recreational equipment

Computer vision systems can assist with monitoring pool occupancy or detecting hazards, but real-time human supervision and intervention for safety remains essential.

carries clubs for golfers, advises on the layout and distance of golf courses and appropriate choice of golf club

AI golf apps like Arccos can provide course data and club recommendations to golfers directly, but the physical carrying of clubs and personalised caddie relationship remain human-led.

provides support in production and broadcasting operations, such as helping set up and maintain the set, running errands, moving equipment, looking after guests, and transporting crew and cast between locations

AI scheduling and logistics tools can help coordinate crew movements and production tasks, but the physical running, errands, equipment handling, and guest care are inherently hands-on roles.

work in teams patrolling popular stretches of the coast, advising people when and where they can swim safely and making rescues when necessary

AI-powered drones or sensors can assist with coastal monitoring and flagging hazards, but physical rescues and real-time judgment in dangerous conditions are entirely human tasks.